Keypoint localization is a computer vision technique used to detect and identify specific points within an image that are of interest, such as corners, edges, or other distinct features. This process is crucial for tasks like object recognition, motion tracking, and 3D reconstruction, as it allows for precise alignment and analysis of visual data.